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DeepInfra vs Poe

DeepInfra logo

DeepInfra

Cloud

Low-cost cloud API for running open-source AI models

From
$0.08/month
Free plan
No
Poe logo

Poe

AI

Chat platform that gives access to many AI models from one subscription

From
Free
Free plan
Yes

The short version

  • Only Poe has a free tier, so it costs nothing to try first.
  • Each has a real cost: DeepInfra focuses on inference hosting rather than fine-tuning or full training pipelines that competitors like Fireworks AI offer.; Poe points-based pricing makes cost per message hard to predict across models.
  • They diverge on capability: DeepInfra covers Open model hosting, Poe covers Multi-model chat.
  • Prices and features above were last checked on 29 August 2026.

Where they differ

Only the attributes on which DeepInfra and Poe actually diverge.

Attributes where DeepInfra and Poe differ
AttributeDeepInfraPoe
Starting price$0.08/monthFree
Pricing modelusage-basedfreemium
Free tierNoYes
Platformsweb, apiweb, ios, android, windows, mac
CategoryCloudAI
FoundedUnknown2009

Identical on both: user rating (Not yet rated).

What each one covers

Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.

Only in DeepInfra

  • Open model hosting
  • Pay-per-token pricing
  • Long context support
  • DeepCluster
  • Zero retention policy
  • Real-time metrics

Only in Poe

  • Multi-model chat
  • Custom bots
  • Image and video generation
  • Points-based usage
  • API access for bot creators

What people use each for

The jobs each tool is most often brought in to do.

DeepInfra

  • Running open-source LLM inference without managing GPUsnot Poe
  • Serving speech and image generation models via APInot Poe
  • Cost-sensitive production inference at scalenot Poe
  • Reserved GPU capacity via DeepCluster for steady workloadsnot Poe

Poe

  • Comparing responses across multiple AI modelsnot DeepInfra
  • Building and sharing custom prompt-based botsnot DeepInfra
  • Accessing premium models without separate subscriptionsnot DeepInfra
  • Generating images or video from a chat interfacenot DeepInfra

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

DeepInfra

  • Focuses on inference hosting rather than fine-tuning or full training pipelines that competitors like Fireworks AI offer.
  • Model selection is limited to what DeepInfra chooses to host, unlike self-managed platforms.
  • No published free tier; usage is billed from the first token.

Poe

  • Points-based pricing makes cost per message hard to predict across models.
  • Heavy usage of top-tier models can exhaust points quickly on lower plans.
  • No native fine-tuning or persistent long-term memory across bots.
  • Custom bots are limited to prompt engineering rather than full agent tooling.

Pricing, plan by plan

DeepInfra

$0.08/month
  • Pay-as-you-go$undefined/mo
    • Per-model token pricing from $0.08 to $2.85 per million input tokens
    • No long-term contract
  • DeepCluster$1.98/month
    • Dedicated NVIDIA B300 GPU clusters at $1.98/GPU-hour

Poe

Free
  • FreeFree
    • Limited daily messages across select models
  • Starter$4.99/month
    • Monthly compute points
    • Access to premium models
  • Premium$19.99/month
    • Larger monthly point allowance
    • Priority access to premium models
  • Premium Plus$49.99/month
    • Higher point allowance for heavy usage

Which should you pick?

Choose DeepInfra if

  • You need open model hosting.
  • You work on web, api.
  • You also want pay-per-token pricing.

Choose Poe if

  • You need multi-model chat.
  • You want to start without paying.
  • You work on web, ios, android, windows, mac.
  • You also want custom bots.

Questions people ask

Is DeepInfra or Poe better?
Neither clearly leads. DeepInfra starts at $0.08/month and Poe at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, DeepInfra or Poe?
Poe has a free tier; the other does not. Paid plans start at $0.08/month for DeepInfra and Free for Poe.
Does DeepInfra or Poe run on more platforms?
DeepInfra runs on web, api. Poe runs on web, ios, android, windows, mac.
Can I use Poe for free?
Yes. Poe has a free tier, so you can try it without paying. DeepInfra starts at $0.08/month.
What is DeepInfra best used for?
DeepInfra is most often used for running open-source llm inference without managing gpus, serving speech and image generation models via api, cost-sensitive production inference at scale, reserved gpu capacity via deepcluster for steady workloads. Of those, running open-source llm inference without managing gpus and serving speech and image generation models via api are not what Poe is typically brought in for.
What can DeepInfra do that Poe cannot?
DeepInfra covers Open model hosting, Pay-per-token pricing, Long context support, DeepCluster. Poe covers Multi-model chat, Custom bots, Image and video generation, Points-based usage.

Answered from the vendors’ own pages

DeepInfra: Is there a free tier on DeepInfra?

No free tier is published; usage is billed pay-as-you-go from the first token, though a credit card or pre-payment is required before you can send requests.

Source
Poe: How does Poe's pricing work?

Poe uses a monthly points system: each subscription tier grants a pool of compute points that are spent per message, with the amount depending on which underlying AI model is used.

Source
DeepInfra: How is usage priced?

Language models are billed per million input/output tokens, other models by inference execution time, and audio models per minute of audio processed, with no minimum commitment.

Source
Poe: Is there a free plan on Poe?

Yes, Poe offers a free tier with limited daily messages across a selection of models before users need a paid subscription for more access.

Source
DeepInfra: What are the Standard, Priority, and Flex tiers?

Standard is default best-effort pricing at 1x, Priority costs 1.5x for faster time-to-first-token during peak demand, and Flex costs 0.8x for non-production or asynchronous workloads.

Source
Poe: What do the paid subscription tiers cost?

Poe offers Starter at $4.99/month, Premium at $19.99/month, and Premium Plus at $49.99/month, each granting a larger monthly pool of compute points.

Source
DeepInfra: How does billing scale with spend?

Accounts advance through usage tiers as cumulative payments cross $20, $100, $500, $2,000, and $10,000 thresholds, with invoices generated monthly or at each threshold.

Source
Poe: What happens if I run out of points?

Once a subscription's monthly point allowance is exhausted, further use of premium models is limited until the points refresh or the user upgrades or purchases more.

Source
DeepInfra: Is there a limit on concurrent requests?

Yes, accounts are limited to 200 concurrent requests by default, though spending limits can also be configured to prevent unexpected charges.

Source
Poe: Can developers build on Poe?

Yes, Poe lets creators build and publish custom bots, and developers can connect their own model endpoints as bots via Poe's API.

Source
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